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Author: Dubitzky, Werner, 1958-, Azuaje, Francisco

Added by: sketch

Added Date: 2015-12-30

Language: eng

Subjects: Artificial intelligence, Biology, Systems biology, Biological systems, Artificial Intelligence, Computational Biology, Intelligence artificielle, Biologie, Systèmes biologiques

Publishers: Dordrecht ; Norwell, MA : Springer

Collections: folkscanomy miscellaneous, folkscanomy, additional collections

ISBN Number: 1402028598, 9781402028595, 1402028652, 9781402028656

Pages Count: 300

PPI Count: 300

PDF Count: 1

Total Size: 131.72 MB

PDF Size: 5.7 MB

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Description

Artificial Intelligence Methods And Tools For Systems Biology
Author: Werner Dubitzky, Francisco Azuaje
Published by Springer Netherlands
ISBN: 978-1-4020-2859-5
DOI: 10.1007/978-1-4020-5811-0

Table of Contents:

  • Lazy Learning for Predictive Toxicology based on a Chemical Ontology
  • QSAR Modeling of Mutagenicity on Non-Congeneric Sets of Organic Compounds
  • Characterizing Gene Expression Time Series using a Hidden Markov Model
  • Analysis of Large-Scale mRNA Expression Data Sets by Genetic Algorithms
  • A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data
  • Cooperative Metaheuristics for Exploring Proteomic Data
  • Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches
  • Ontologies in Bioinformatics and Systems Biology
  • Natural Language Processing and Systems Biology
  • Systems Level Modeling of Gene Regulatory Networks
  • Computational Neuroscience for Cognitive Brain Functions

Includes bibliographical references and index

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